Overview
Brought to you by YData
Dataset statistics
| Number of variables | 16 |
|---|---|
| Number of observations | 209 |
| Missing cells | 819 |
| Missing cells (%) | 24.5% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 60.6 KiB |
| Average record size in memory | 296.7 B |
Variable types
| Text | 1 |
|---|---|
| Categorical | 5 |
| Numeric | 10 |
ActiveCases is highly overall correlated with NewCases and 8 other fields | High correlation |
Continent is highly overall correlated with NewCases and 3 other fields | High correlation |
Deaths/1M pop is highly overall correlated with NewCases and 5 other fields | High correlation |
NewCases is highly overall correlated with ActiveCases and 13 other fields | High correlation |
NewDeaths is highly overall correlated with ActiveCases and 13 other fields | High correlation |
NewRecovered is highly overall correlated with ActiveCases and 13 other fields | High correlation |
Population is highly overall correlated with ActiveCases and 8 other fields | High correlation |
Serious,Critical is highly overall correlated with ActiveCases and 8 other fields | High correlation |
Tests/1M pop is highly overall correlated with Deaths/1M pop and 4 other fields | High correlation |
Tot Cases/1M pop is highly overall correlated with Deaths/1M pop and 6 other fields | High correlation |
TotalCases is highly overall correlated with ActiveCases and 9 other fields | High correlation |
TotalDeaths is highly overall correlated with ActiveCases and 9 other fields | High correlation |
TotalRecovered is highly overall correlated with ActiveCases and 9 other fields | High correlation |
TotalTests is highly overall correlated with ActiveCases and 8 other fields | High correlation |
WHO Region is highly overall correlated with Continent and 3 other fields | High correlation |
NewCases has 205 (98.1%) missing values | Missing |
TotalDeaths has 21 (10.0%) missing values | Missing |
NewDeaths has 206 (98.6%) missing values | Missing |
TotalRecovered has 4 (1.9%) missing values | Missing |
NewRecovered has 206 (98.6%) missing values | Missing |
ActiveCases has 4 (1.9%) missing values | Missing |
Serious,Critical has 87 (41.6%) missing values | Missing |
Deaths/1M pop has 22 (10.5%) missing values | Missing |
TotalTests has 18 (8.6%) missing values | Missing |
Tests/1M pop has 18 (8.6%) missing values | Missing |
WHO Region has 25 (12.0%) missing values | Missing |
NewCases is uniformly distributed | Uniform |
NewDeaths is uniformly distributed | Uniform |
NewRecovered is uniformly distributed | Uniform |
Country/Region has unique values | Unique |
ActiveCases has 11 (5.3%) zeros | Zeros |
Reproduction
| Analysis started | 2025-11-30 19:08:49.051136 |
|---|---|
| Analysis finished | 2025-11-30 19:09:02.113111 |
| Duration | 13.06 seconds |
| Software version | ydata-profiling vv4.17.0 |
| Download configuration | config.json |
Variables
Country/Region
Text
Unique
| Distinct | 209 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.5 KiB |
Length
| Max length | 22 |
|---|---|
| Median length | 18 |
| Mean length | 8.3588517 |
| Min length | 2 |
Unique
| Unique | 209 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | USA |
|---|---|
| 2nd row | Brazil |
| 3rd row | India |
| 4th row | Russia |
| 5th row | South Africa |
| Value | Count | Frequency (%) |
| and | 6 | 2.3% |
| islands | 4 | 1.5% |
| guinea | 3 | 1.2% |
| saint | 3 | 1.2% |
| new | 3 | 1.2% |
| netherlands | 2 | 0.8% |
| french | 2 | 0.8% |
| south | 2 | 0.8% |
| sudan | 2 | 0.8% |
| chile | 1 | 0.4% |
| Other values (232) | 232 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 275 | |
| n | 148 | 8.5% |
| i | 146 | 8.4% |
| e | 121 | 6.9% |
| r | 100 | 5.7% |
| o | 90 | 5.2% |
| t | 65 | 3.7% |
| u | 62 | 3.5% |
| s | 61 | 3.5% |
| l | 60 | 3.4% |
| Other values (46) | 619 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1747 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 275 | |
| n | 148 | 8.5% |
| i | 146 | 8.4% |
| e | 121 | 6.9% |
| r | 100 | 5.7% |
| o | 90 | 5.2% |
| t | 65 | 3.7% |
| u | 62 | 3.5% |
| s | 61 | 3.5% |
| l | 60 | 3.4% |
| Other values (46) | 619 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1747 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 275 | |
| n | 148 | 8.5% |
| i | 146 | 8.4% |
| e | 121 | 6.9% |
| r | 100 | 5.7% |
| o | 90 | 5.2% |
| t | 65 | 3.7% |
| u | 62 | 3.5% |
| s | 61 | 3.5% |
| l | 60 | 3.4% |
| Other values (46) | 619 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1747 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 275 | |
| n | 148 | 8.5% |
| i | 146 | 8.4% |
| e | 121 | 6.9% |
| r | 100 | 5.7% |
| o | 90 | 5.2% |
| t | 65 | 3.7% |
| u | 62 | 3.5% |
| s | 61 | 3.5% |
| l | 60 | 3.4% |
| Other values (46) | 619 |
Continent
Categorical
High correlation
| Distinct | 6 |
|---|---|
| Distinct (%) | 2.9% |
| Missing | 1 |
| Missing (%) | 0.5% |
| Memory size | 13.3 KiB |
| Africa | |
|---|---|
| Asia | |
| Europe | |
| North America | |
| South America |
Length
| Max length | 17 |
|---|---|
| Median length | 6 |
| Mean length | 7.5048077 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | North America |
|---|---|
| 2nd row | South America |
| 3rd row | Asia |
| 4th row | Europe |
| 5th row | Africa |
Common Values
| Value | Count | Frequency (%) |
| Africa | 57 | |
| Asia | 48 | |
| Europe | 48 | |
| North America | 35 | |
| South America | 14 | 6.7% |
| Australia/Oceania | 6 | 2.9% |
| (Missing) | 1 | 0.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| africa | 57 | |
| america | 49 | |
| asia | 48 | |
| europe | 48 | |
| north | 35 | |
| south | 14 | 5.4% |
| australia/oceania | 6 | 2.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 195 | |
| a | 178 | |
| i | 166 | |
| A | 160 | |
| c | 112 | 7.2% |
| e | 103 | 6.6% |
| o | 97 | 6.2% |
| u | 68 | 4.4% |
| f | 57 | 3.7% |
| t | 55 | 3.5% |
| Other values (12) | 370 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1561 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| r | 195 | |
| a | 178 | |
| i | 166 | |
| A | 160 | |
| c | 112 | 7.2% |
| e | 103 | 6.6% |
| o | 97 | 6.2% |
| u | 68 | 4.4% |
| f | 57 | 3.7% |
| t | 55 | 3.5% |
| Other values (12) | 370 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1561 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| r | 195 | |
| a | 178 | |
| i | 166 | |
| A | 160 | |
| c | 112 | 7.2% |
| e | 103 | 6.6% |
| o | 97 | 6.2% |
| u | 68 | 4.4% |
| f | 57 | 3.7% |
| t | 55 | 3.5% |
| Other values (12) | 370 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1561 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| r | 195 | |
| a | 178 | |
| i | 166 | |
| A | 160 | |
| c | 112 | 7.2% |
| e | 103 | 6.6% |
| o | 97 | 6.2% |
| u | 68 | 4.4% |
| f | 57 | 3.7% |
| t | 55 | 3.5% |
| Other values (12) | 370 |
Population
Real number (ℝ)
High correlation
| Distinct | 208 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 1 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30415487 |
| Minimum | 801 |
|---|---|
| Maximum | 1.381345 × 109 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 801 |
|---|---|
| 5-th percentile | 45009.3 |
| Q1 | 966314 |
| median | 7041972.5 |
| Q3 | 25756136 |
| 95-th percentile | 1.1329838 × 108 |
| Maximum | 1.381345 × 109 |
| Range | 1.3813442 × 109 |
| Interquartile range (IQR) | 24789822 |
Descriptive statistics
| Standard deviation | 1.047661 × 108 |
|---|---|
| Coefficient of variation (CV) | 3.4444985 |
| Kurtosis | 135.1063 |
| Mean | 30415487 |
| Median Absolute Deviation (MAD) | 6748574.5 |
| Skewness | 10.738089 |
| Sum | 6.3264213 × 109 |
| Variance | 1.0975936 × 1016 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 331198130 | 1 | 0.5% |
| 14883803 | 1 | 0.5% |
| 5002100 | 1 | 0.5% |
| 32956300 | 1 | 0.5% |
| 3474956 | 1 | 0.5% |
| 1883936 | 1 | 0.5% |
| 10213138 | 1 | 0.5% |
| 5068618 | 1 | 0.5% |
| 45867852 | 1 | 0.5% |
| 1208238 | 1 | 0.5% |
| Other values (198) | 198 |
| Value | Count | Frequency (%) |
| 801 | 1 | |
| 3489 | 1 | |
| 4992 | 1 | |
| 26247 | 1 | |
| 33690 | 1 | |
| 33938 | 1 | |
| 38139 | 1 | |
| 38729 | 1 | |
| 38768 | 1 | |
| 39270 | 1 |
| Value | Count | Frequency (%) |
| 1381344997 | 1 | |
| 331198130 | 1 | |
| 273808365 | 1 | |
| 221295851 | 1 | |
| 212710692 | 1 | |
| 206606300 | 1 | |
| 164851401 | 1 | |
| 145940924 | 1 | |
| 129066160 | 1 | |
| 126435859 | 1 |
TotalCases
Real number (ℝ)
High correlation
| Distinct | 206 |
|---|---|
| Distinct (%) | 98.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 91718.498 |
| Minimum | 10 |
|---|---|
| Maximum | 5032179 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 24.4 |
| Q1 | 712 |
| median | 4491 |
| Q3 | 36896 |
| 95-th percentile | 315323.8 |
| Maximum | 5032179 |
| Range | 5032169 |
| Interquartile range (IQR) | 36184 |
Descriptive statistics
| Standard deviation | 432586.68 |
|---|---|
| Coefficient of variation (CV) | 4.7164606 |
| Kurtosis | 92.197145 |
| Mean | 91718.498 |
| Median Absolute Deviation (MAD) | 4402 |
| Skewness | 9.0577768 |
| Sum | 19169166 |
| Variance | 1.8713124 × 1011 |
| Monotonicity | Decreasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 13 | 3 | 1.4% |
| 25 | 2 | 1.0% |
| 5032179 | 1 | 0.5% |
| 1208 | 1 | 0.5% |
| 1877 | 1 | 0.5% |
| 1768 | 1 | 0.5% |
| 1642 | 1 | 0.5% |
| 1569 | 1 | 0.5% |
| 1483 | 1 | 0.5% |
| 1318 | 1 | 0.5% |
| Other values (196) | 196 |
| Value | Count | Frequency (%) |
| 10 | 1 | 0.5% |
| 12 | 1 | 0.5% |
| 13 | 3 | |
| 14 | 1 | 0.5% |
| 17 | 1 | 0.5% |
| 18 | 1 | 0.5% |
| 20 | 1 | 0.5% |
| 22 | 1 | 0.5% |
| 24 | 1 | 0.5% |
| 25 | 2 |
| Value | Count | Frequency (%) |
| 5032179 | 1 | |
| 2917562 | 1 | |
| 2025409 | 1 | |
| 871894 | 1 | |
| 538184 | 1 | |
| 462690 | 1 | |
| 455409 | 1 | |
| 366671 | 1 | |
| 357710 | 1 | |
| 354530 | 1 |
NewCases
Categorical
High correlation Missing Uniform
| Distinct | 4 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 205 |
| Missing (%) | 98.1% |
| Memory size | 11.6 KiB |
| 6590.0 | |
|---|---|
| 1282.0 | |
| 20.0 | |
| 30.0 |
Length
| Max length | 6 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 4 |
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 6590.0 |
|---|---|
| 2nd row | 1282.0 |
| 3rd row | 20.0 |
| 4th row | 30.0 |
Common Values
| Value | Count | Frequency (%) |
| 6590.0 | 1 | 0.5% |
| 1282.0 | 1 | 0.5% |
| 20.0 | 1 | 0.5% |
| 30.0 | 1 | 0.5% |
| (Missing) | 205 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 6590.0 | 1 | |
| 1282.0 | 1 | |
| 20.0 | 1 | |
| 30.0 | 1 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7 | |
| . | 4 | |
| 2 | 3 | |
| 6 | 1 | 5.0% |
| 5 | 1 | 5.0% |
| 9 | 1 | 5.0% |
| 1 | 1 | 5.0% |
| 8 | 1 | 5.0% |
| 3 | 1 | 5.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 20 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7 | |
| . | 4 | |
| 2 | 3 | |
| 6 | 1 | 5.0% |
| 5 | 1 | 5.0% |
| 9 | 1 | 5.0% |
| 1 | 1 | 5.0% |
| 8 | 1 | 5.0% |
| 3 | 1 | 5.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 20 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7 | |
| . | 4 | |
| 2 | 3 | |
| 6 | 1 | 5.0% |
| 5 | 1 | 5.0% |
| 9 | 1 | 5.0% |
| 1 | 1 | 5.0% |
| 8 | 1 | 5.0% |
| 3 | 1 | 5.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 20 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7 | |
| . | 4 | |
| 2 | 3 | |
| 6 | 1 | 5.0% |
| 5 | 1 | 5.0% |
| 9 | 1 | 5.0% |
| 1 | 1 | 5.0% |
| 8 | 1 | 5.0% |
| 3 | 1 | 5.0% |
TotalDeaths
Real number (ℝ)
High correlation Missing
| Distinct | 150 |
|---|---|
| Distinct (%) | 79.8% |
| Missing | 21 |
| Missing (%) | 10.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3792.5904 |
| Minimum | 1 |
|---|---|
| Maximum | 162804 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2.35 |
| Q1 | 22 |
| median | 113 |
| Q3 | 786 |
| 95-th percentile | 16796.5 |
| Maximum | 162804 |
| Range | 162803 |
| Interquartile range (IQR) | 764 |
Descriptive statistics
| Standard deviation | 15487.185 |
|---|---|
| Coefficient of variation (CV) | 4.0835374 |
| Kurtosis | 67.248526 |
| Mean | 3792.5904 |
| Median Absolute Deviation (MAD) | 106.5 |
| Skewness | 7.5304606 |
| Sum | 713007 |
| Variance | 2.398529 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 7 | 3.3% |
| 3 | 5 | 2.4% |
| 15 | 4 | 1.9% |
| 47 | 3 | 1.4% |
| 22 | 3 | 1.4% |
| 2 | 3 | 1.4% |
| 10 | 3 | 1.4% |
| 5 | 3 | 1.4% |
| 7 | 3 | 1.4% |
| 27 | 3 | 1.4% |
| Other values (140) | 151 | |
| (Missing) | 21 | 10.0% |
| Value | Count | Frequency (%) |
| 1 | 7 | |
| 2 | 3 | |
| 3 | 5 | |
| 4 | 1 | 0.5% |
| 5 | 3 | |
| 6 | 1 | 0.5% |
| 7 | 3 | |
| 8 | 1 | 0.5% |
| 9 | 2 | 1.0% |
| 10 | 3 |
| Value | Count | Frequency (%) |
| 162804 | 1 | |
| 98644 | 1 | |
| 50517 | 1 | |
| 46413 | 1 | |
| 41638 | 1 | |
| 35187 | 1 | |
| 30312 | 1 | |
| 28500 | 1 | |
| 20424 | 1 | |
| 17976 | 1 |
NewDeaths
Categorical
High correlation Missing Uniform
| Distinct | 3 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 206 |
| Missing (%) | 98.6% |
| Memory size | 11.6 KiB |
| 819.0 | |
|---|---|
| 80.0 | |
| 1.0 |
Length
| Max length | 5 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 3 |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 819.0 |
|---|---|
| 2nd row | 80.0 |
| 3rd row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 819.0 | 1 | 0.5% |
| 80.0 | 1 | 0.5% |
| 1.0 | 1 | 0.5% |
| (Missing) | 206 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 819.0 | 1 | |
| 80.0 | 1 | |
| 1.0 | 1 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 4 | |
| . | 3 | |
| 8 | 2 | |
| 1 | 2 | |
| 9 | 1 | 8.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4 | |
| . | 3 | |
| 8 | 2 | |
| 1 | 2 | |
| 9 | 1 | 8.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4 | |
| . | 3 | |
| 8 | 2 | |
| 1 | 2 | |
| 9 | 1 | 8.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4 | |
| . | 3 | |
| 8 | 2 | |
| 1 | 2 | |
| 9 | 1 | 8.3% |
TotalRecovered
Real number (ℝ)
High correlation Missing
| Distinct | 201 |
|---|---|
| Distinct (%) | 98.0% |
| Missing | 4 |
| Missing (%) | 1.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 58878.98 |
| Minimum | 7 |
|---|---|
| Maximum | 2576668 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 22.2 |
| Q1 | 334 |
| median | 2178 |
| Q3 | 20553 |
| 95-th percentile | 241780.4 |
| Maximum | 2576668 |
| Range | 2576661 |
| Interquartile range (IQR) | 20219 |
Descriptive statistics
| Standard deviation | 256698.41 |
|---|---|
| Coefficient of variation (CV) | 4.3597631 |
| Kurtosis | 65.589296 |
| Mean | 58878.98 |
| Median Absolute Deviation (MAD) | 2156 |
| Skewness | 7.7420048 |
| Sum | 12070191 |
| Variance | 6.5894072 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 46 | 2 | 1.0% |
| 24 | 2 | 1.0% |
| 18 | 2 | 1.0% |
| 1954 | 2 | 1.0% |
| 2576668 | 1 | 0.5% |
| 1524 | 1 | 0.5% |
| 520 | 1 | 0.5% |
| 1079 | 1 | 0.5% |
| 1070 | 1 | 0.5% |
| 1171 | 1 | 0.5% |
| Other values (191) | 191 | |
| (Missing) | 4 | 1.9% |
| Value | Count | Frequency (%) |
| 7 | 1 | |
| 8 | 1 | |
| 10 | 1 | |
| 12 | 1 | |
| 13 | 1 | |
| 14 | 1 | |
| 16 | 1 | |
| 18 | 2 | |
| 19 | 1 | |
| 22 | 1 |
| Value | Count | Frequency (%) |
| 2576668 | 1 | |
| 2047660 | 1 | |
| 1377384 | 1 | |
| 676357 | 1 | |
| 387316 | 1 | |
| 340168 | 1 | |
| 310337 | 1 | |
| 308848 | 1 | |
| 277463 | 1 | |
| 256058 | 1 |
NewRecovered
Categorical
High correlation Missing Uniform
| Distinct | 3 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 206 |
| Missing (%) | 98.6% |
| Memory size | 11.6 KiB |
| 4140.0 | |
|---|---|
| 936.0 | |
| 42.0 |
Length
| Max length | 6 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 4 |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 4140.0 |
|---|---|
| 2nd row | 936.0 |
| 3rd row | 42.0 |
Common Values
| Value | Count | Frequency (%) |
| 4140.0 | 1 | 0.5% |
| 936.0 | 1 | 0.5% |
| 42.0 | 1 | 0.5% |
| (Missing) | 206 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 4140.0 | 1 | |
| 936.0 | 1 | |
| 42.0 | 1 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 4 | 3 | |
| . | 3 | |
| 1 | 1 | 6.7% |
| 9 | 1 | 6.7% |
| 3 | 1 | 6.7% |
| 6 | 1 | 6.7% |
| 2 | 1 | 6.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 15 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 4 | 3 | |
| . | 3 | |
| 1 | 1 | 6.7% |
| 9 | 1 | 6.7% |
| 3 | 1 | 6.7% |
| 6 | 1 | 6.7% |
| 2 | 1 | 6.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 15 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 4 | 3 | |
| . | 3 | |
| 1 | 1 | 6.7% |
| 9 | 1 | 6.7% |
| 3 | 1 | 6.7% |
| 6 | 1 | 6.7% |
| 2 | 1 | 6.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 15 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 4 | 3 | |
| . | 3 | |
| 1 | 1 | 6.7% |
| 9 | 1 | 6.7% |
| 3 | 1 | 6.7% |
| 6 | 1 | 6.7% |
| 2 | 1 | 6.7% |
ActiveCases
Real number (ℝ)
High correlation Missing Zeros
| Distinct | 180 |
|---|---|
| Distinct (%) | 87.8% |
| Missing | 4 |
| Missing (%) | 1.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27664.327 |
| Minimum | 0 |
|---|---|
| Maximum | 2292707 |
| Zeros | 11 |
| Zeros (%) | 5.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.2 |
| Q1 | 86 |
| median | 899 |
| Q3 | 7124 |
| 95-th percentile | 77405.8 |
| Maximum | 2292707 |
| Range | 2292707 |
| Interquartile range (IQR) | 7038 |
Descriptive statistics
| Standard deviation | 174632.74 |
|---|---|
| Coefficient of variation (CV) | 6.3125605 |
| Kurtosis | 142.10258 |
| Mean | 27664.327 |
| Median Absolute Deviation (MAD) | 898 |
| Skewness | 11.370144 |
| Sum | 5671187 |
| Variance | 3.0496593 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 11 | 5.3% |
| 1 | 6 | 2.9% |
| 2 | 4 | 1.9% |
| 107 | 2 | 1.0% |
| 202 | 2 | 1.0% |
| 74 | 2 | 1.0% |
| 33 | 2 | 1.0% |
| 9758 | 2 | 1.0% |
| 6 | 2 | 1.0% |
| 27 | 2 | 1.0% |
| Other values (170) | 170 | |
| (Missing) | 4 | 1.9% |
| Value | Count | Frequency (%) |
| 0 | 11 | |
| 1 | 6 | |
| 2 | 4 | 1.9% |
| 3 | 1 | 0.5% |
| 4 | 1 | 0.5% |
| 6 | 2 | 1.0% |
| 8 | 1 | 0.5% |
| 9 | 1 | 0.5% |
| 10 | 1 | 0.5% |
| 12 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 2292707 | 1 | |
| 771258 | 1 | |
| 606387 | 1 | |
| 180931 | 1 | |
| 153416 | 1 | |
| 141264 | 1 | |
| 124648 | 1 | |
| 124092 | 1 | |
| 103325 | 1 | |
| 102521 | 1 |
Serious,Critical
Real number (ℝ)
High correlation Missing
| Distinct | 74 |
|---|---|
| Distinct (%) | 60.7% |
| Missing | 87 |
| Missing (%) | 41.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 534.39344 |
| Minimum | 1 |
|---|---|
| Maximum | 18296 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3.25 |
| median | 27.5 |
| Q3 | 160.25 |
| 95-th percentile | 2245.6 |
| Maximum | 18296 |
| Range | 18295 |
| Interquartile range (IQR) | 157 |
Descriptive statistics
| Standard deviation | 2047.5186 |
|---|---|
| Coefficient of variation (CV) | 3.8314815 |
| Kurtosis | 50.557418 |
| Mean | 534.39344 |
| Median Absolute Deviation (MAD) | 25.5 |
| Skewness | 6.6184787 |
| Sum | 65196 |
| Variance | 4192332.5 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 12 | 5.7% |
| 2 | 12 | 5.7% |
| 3 | 7 | 3.3% |
| 5 | 4 | 1.9% |
| 7 | 4 | 1.9% |
| 23 | 4 | 1.9% |
| 4 | 3 | 1.4% |
| 24 | 3 | 1.4% |
| 42 | 3 | 1.4% |
| 9 | 3 | 1.4% |
| Other values (64) | 67 | |
| (Missing) | 87 |
| Value | Count | Frequency (%) |
| 1 | 12 | |
| 2 | 12 | |
| 3 | 7 | |
| 4 | 3 | 1.4% |
| 5 | 4 | 1.9% |
| 6 | 1 | 0.5% |
| 7 | 4 | 1.9% |
| 8 | 1 | 0.5% |
| 9 | 3 | 1.4% |
| 11 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 18296 | 1 | |
| 8944 | 1 | |
| 8318 | 1 | |
| 4156 | 1 | |
| 3987 | 1 | |
| 2300 | 1 | |
| 2263 | 1 | |
| 1915 | 1 | |
| 1493 | 1 | |
| 1426 | 1 |
Tot Cases/1M pop
Real number (ℝ)
High correlation
| Distinct | 202 |
|---|---|
| Distinct (%) | 97.1% |
| Missing | 1 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3196.024 |
| Minimum | 3 |
|---|---|
| Maximum | 39922 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 31.05 |
| Q1 | 282 |
| median | 1015 |
| Q3 | 3841.75 |
| 95-th percentile | 13766.05 |
| Maximum | 39922 |
| Range | 39919 |
| Interquartile range (IQR) | 3559.75 |
Descriptive statistics
| Standard deviation | 5191.9865 |
|---|---|
| Coefficient of variation (CV) | 1.6245142 |
| Kurtosis | 15.63126 |
| Mean | 3196.024 |
| Median Absolute Deviation (MAD) | 945.5 |
| Skewness | 3.3942965 |
| Sum | 664773 |
| Variance | 26956723 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 8 | 2 | 1.0% |
| 454 | 2 | 1.0% |
| 802 | 2 | 1.0% |
| 136 | 2 | 1.0% |
| 219 | 2 | 1.0% |
| 57 | 2 | 1.0% |
| 314 | 1 | 0.5% |
| 45 | 1 | 0.5% |
| 379 | 1 | 0.5% |
| 677 | 1 | 0.5% |
| Other values (192) | 192 |
| Value | Count | Frequency (%) |
| 3 | 1 | |
| 7 | 1 | |
| 8 | 2 | |
| 15 | 1 | |
| 17 | 1 | |
| 18 | 1 | |
| 19 | 1 | |
| 20 | 1 | |
| 27 | 1 | |
| 30 | 1 |
| Value | Count | Frequency (%) |
| 39922 | 1 | |
| 27146 | 1 | |
| 25130 | 1 | |
| 20596 | 1 | |
| 19165 | 1 | |
| 16527 | 1 | |
| 16378 | 1 | |
| 15769 | 1 | |
| 15194 | 1 | |
| 14981 | 1 |
Deaths/1M pop
Real number (ℝ)
High correlation Missing
| Distinct | 107 |
|---|---|
| Distinct (%) | 57.2% |
| Missing | 22 |
| Missing (%) | 10.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 98.681176 |
| Minimum | 0.08 |
|---|---|
| Maximum | 1238 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 0.08 |
|---|---|
| 5-th percentile | 0.59 |
| Q1 | 6 |
| median | 29 |
| Q3 | 98 |
| 95-th percentile | 483.6 |
| Maximum | 1238 |
| Range | 1237.92 |
| Interquartile range (IQR) | 92 |
Descriptive statistics
| Standard deviation | 174.95686 |
|---|---|
| Coefficient of variation (CV) | 1.7729507 |
| Kurtosis | 12.408189 |
| Mean | 98.681176 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | 3.1401163 |
| Sum | 18453.38 |
| Variance | 30609.904 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 6 | 11 | 5.3% |
| 4 | 8 | 3.8% |
| 5 | 7 | 3.3% |
| 3 | 6 | 2.9% |
| 7 | 5 | 2.4% |
| 20 | 5 | 2.4% |
| 8 | 5 | 2.4% |
| 47 | 5 | 2.4% |
| 2 | 4 | 1.9% |
| 15 | 4 | 1.9% |
| Other values (97) | 127 | |
| (Missing) | 22 | 10.5% |
| Value | Count | Frequency (%) |
| 0.08 | 1 | 0.5% |
| 0.1 | 3 | 1.4% |
| 0.3 | 2 | 1.0% |
| 0.4 | 2 | 1.0% |
| 0.5 | 2 | 1.0% |
| 0.8 | 2 | 1.0% |
| 1 | 2 | 1.0% |
| 2 | 4 | |
| 3 | 6 | |
| 4 | 8 |
| Value | Count | Frequency (%) |
| 1238 | 1 | |
| 850 | 1 | |
| 683 | 1 | |
| 673 | 1 | |
| 619 | 1 | |
| 610 | 1 | |
| 582 | 1 | |
| 571 | 1 | |
| 517 | 1 | |
| 492 | 1 |
TotalTests
Real number (ℝ)
High correlation Missing
| Distinct | 190 |
|---|---|
| Distinct (%) | 99.5% |
| Missing | 18 |
| Missing (%) | 8.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1402404.7 |
| Minimum | 61 |
|---|---|
| Maximum | 63139605 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 61 |
|---|---|
| 5-th percentile | 1217.5 |
| Q1 | 25752 |
| median | 135702 |
| Q3 | 757696 |
| 95-th percentile | 4856610.5 |
| Maximum | 63139605 |
| Range | 63139544 |
| Interquartile range (IQR) | 731944 |
Descriptive statistics
| Standard deviation | 5553366.7 |
|---|---|
| Coefficient of variation (CV) | 3.9598888 |
| Kurtosis | 85.180632 |
| Mean | 1402404.7 |
| Median Absolute Deviation (MAD) | 132016 |
| Skewness | 8.4910359 |
| Sum | 2.678593 × 108 |
| Variance | 3.0839881 × 1013 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1500 | 2 | 1.0% |
| 63139605 | 1 | 0.5% |
| 628745 | 1 | 0.5% |
| 93677 | 1 | 0.5% |
| 149693 | 1 | 0.5% |
| 120 | 1 | 0.5% |
| 100298 | 1 | 0.5% |
| 486943 | 1 | 0.5% |
| 64747 | 1 | 0.5% |
| 126956 | 1 | 0.5% |
| Other values (180) | 180 | |
| (Missing) | 18 | 8.6% |
| Value | Count | Frequency (%) |
| 61 | 1 | |
| 120 | 1 | |
| 401 | 1 | |
| 424 | 1 | |
| 900 | 1 | |
| 1005 | 1 | |
| 1080 | 1 | |
| 1115 | 1 | |
| 1146 | 1 | |
| 1183 | 1 |
| Value | Count | Frequency (%) |
| 63139605 | 1 | |
| 29716907 | 1 | |
| 22149351 | 1 | |
| 17515234 | 1 | |
| 13206188 | 1 | |
| 8586648 | 1 | |
| 7099713 | 1 | |
| 7064329 | 1 | |
| 5262658 | 1 | |
| 5081802 | 1 |
Tests/1M pop
Real number (ℝ)
High correlation Missing
| Distinct | 190 |
|---|---|
| Distinct (%) | 99.5% |
| Missing | 18 |
| Missing (%) | 8.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 83959.366 |
| Minimum | 4 |
|---|---|
| Maximum | 995282 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 1401 |
| Q1 | 8956.5 |
| median | 32585 |
| Q3 | 92154.5 |
| 95-th percentile | 366419.5 |
| Maximum | 995282 |
| Range | 995278 |
| Interquartile range (IQR) | 83198 |
Descriptive statistics
| Standard deviation | 152730.59 |
|---|---|
| Coefficient of variation (CV) | 1.8191013 |
| Kurtosis | 17.116415 |
| Mean | 83959.366 |
| Median Absolute Deviation (MAD) | 27685 |
| Skewness | 3.8516447 |
| Sum | 16036239 |
| Variance | 2.3326634 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 30546 | 2 | 1.0% |
| 190640 | 1 | 0.5% |
| 6287 | 1 | 0.5% |
| 7709 | 1 | 0.5% |
| 438385 | 1 | 0.5% |
| 4 | 1 | 0.5% |
| 8478 | 1 | 0.5% |
| 97348 | 1 | 0.5% |
| 1965 | 1 | 0.5% |
| 36535 | 1 | 0.5% |
| Other values (180) | 180 | |
| (Missing) | 18 | 8.6% |
| Value | Count | Frequency (%) |
| 4 | 1 | |
| 9 | 1 | |
| 373 | 1 | |
| 761 | 1 | |
| 1075 | 1 | |
| 1094 | 1 | |
| 1206 | 1 | |
| 1239 | 1 | |
| 1310 | 1 | |
| 1317 | 1 |
| Value | Count | Frequency (%) |
| 995282 | 1 | |
| 972982 | 1 | |
| 880590 | 1 | |
| 684565 | 1 | |
| 531470 | 1 | |
| 520493 | 1 | |
| 513691 | 1 | |
| 472780 | 1 | |
| 438385 | 1 | |
| 423298 | 1 |
WHO Region
Categorical
High correlation Missing
| Distinct | 6 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 25 |
| Missing (%) | 12.0% |
| Memory size | 13.4 KiB |
| Europe | |
|---|---|
| Africa | |
| Americas | |
| EasternMediterranean | |
| WesternPacific |
Length
| Max length | 20 |
|---|---|
| Median length | 6 |
| Mean length | 9.1413043 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Americas |
|---|---|
| 2nd row | Americas |
| 3rd row | South-EastAsia |
| 4th row | Europe |
| 5th row | Africa |
Common Values
| Value | Count | Frequency (%) |
| Europe | 55 | |
| Africa | 47 | |
| Americas | 35 | |
| EasternMediterranean | 22 | 10.5% |
| WesternPacific | 15 | 7.2% |
| South-EastAsia | 10 | 4.8% |
| (Missing) | 25 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| europe | 55 | |
| africa | 47 | |
| americas | 35 | |
| easternmediterranean | 22 | 12.0% |
| westernpacific | 15 | 8.2% |
| south-eastasia | 10 | 5.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 218 | |
| e | 208 | |
| a | 183 | |
| i | 144 | 8.6% |
| c | 112 | 6.7% |
| A | 92 | 5.5% |
| s | 92 | 5.5% |
| E | 87 | 5.2% |
| n | 81 | 4.8% |
| t | 79 | 4.7% |
| Other values (12) | 386 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1682 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| r | 218 | |
| e | 208 | |
| a | 183 | |
| i | 144 | 8.6% |
| c | 112 | 6.7% |
| A | 92 | 5.5% |
| s | 92 | 5.5% |
| E | 87 | 5.2% |
| n | 81 | 4.8% |
| t | 79 | 4.7% |
| Other values (12) | 386 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1682 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| r | 218 | |
| e | 208 | |
| a | 183 | |
| i | 144 | 8.6% |
| c | 112 | 6.7% |
| A | 92 | 5.5% |
| s | 92 | 5.5% |
| E | 87 | 5.2% |
| n | 81 | 4.8% |
| t | 79 | 4.7% |
| Other values (12) | 386 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1682 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| r | 218 | |
| e | 208 | |
| a | 183 | |
| i | 144 | 8.6% |
| c | 112 | 6.7% |
| A | 92 | 5.5% |
| s | 92 | 5.5% |
| E | 87 | 5.2% |
| n | 81 | 4.8% |
| t | 79 | 4.7% |
| Other values (12) | 386 |
Interactions
Correlations
| ActiveCases | Continent | Deaths/1M pop | NewCases | NewDeaths | NewRecovered | Population | Serious,Critical | Tests/1M pop | Tot Cases/1M pop | TotalCases | TotalDeaths | TotalRecovered | TotalTests | WHO Region | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ActiveCases | 1.000 | 0.105 | 0.394 | 1.000 | 1.000 | 1.000 | 0.698 | 0.884 | 0.030 | 0.463 | 0.945 | 0.869 | 0.893 | 0.733 | 0.140 |
| Continent | 0.105 | 1.000 | 0.161 | 1.000 | 1.000 | 1.000 | 0.000 | 0.000 | 0.098 | 0.158 | 0.071 | 0.099 | 0.101 | 0.047 | 0.713 |
| Deaths/1M pop | 0.394 | 0.161 | 1.000 | 1.000 | 1.000 | 1.000 | -0.132 | 0.444 | 0.533 | 0.877 | 0.486 | 0.570 | 0.462 | 0.271 | 0.090 |
| NewCases | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| NewDeaths | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| NewRecovered | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| Population | 0.698 | 0.000 | -0.132 | 1.000 | 1.000 | 1.000 | 1.000 | 0.614 | -0.272 | -0.123 | 0.715 | 0.656 | 0.697 | 0.713 | 0.178 |
| Serious,Critical | 0.884 | 0.000 | 0.444 | 1.000 | 1.000 | 1.000 | 0.614 | 1.000 | 0.236 | 0.487 | 0.878 | 0.801 | 0.844 | 0.707 | 0.098 |
| Tests/1M pop | 0.030 | 0.098 | 0.533 | 1.000 | 1.000 | 1.000 | -0.272 | 0.236 | 1.000 | 0.630 | 0.182 | 0.163 | 0.205 | 0.411 | 0.137 |
| Tot Cases/1M pop | 0.463 | 0.158 | 0.877 | 1.000 | 1.000 | 1.000 | -0.123 | 0.487 | 0.630 | 1.000 | 0.540 | 0.468 | 0.530 | 0.360 | 0.147 |
| TotalCases | 0.945 | 0.071 | 0.486 | 1.000 | 1.000 | 1.000 | 0.715 | 0.878 | 0.182 | 0.540 | 1.000 | 0.932 | 0.987 | 0.836 | 0.102 |
| TotalDeaths | 0.869 | 0.099 | 0.570 | 1.000 | 1.000 | 1.000 | 0.656 | 0.801 | 0.163 | 0.468 | 0.932 | 1.000 | 0.911 | 0.735 | 0.000 |
| TotalRecovered | 0.893 | 0.101 | 0.462 | 1.000 | 1.000 | 1.000 | 0.697 | 0.844 | 0.205 | 0.530 | 0.987 | 0.911 | 1.000 | 0.844 | 0.106 |
| TotalTests | 0.733 | 0.047 | 0.271 | 1.000 | 1.000 | 1.000 | 0.713 | 0.707 | 0.411 | 0.360 | 0.836 | 0.735 | 0.844 | 1.000 | 0.082 |
| WHO Region | 0.140 | 0.713 | 0.090 | 1.000 | 1.000 | 1.000 | 0.178 | 0.098 | 0.137 | 0.147 | 0.102 | 0.000 | 0.106 | 0.082 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
Sample
| Country/Region | Continent | Population | TotalCases | NewCases | TotalDeaths | NewDeaths | TotalRecovered | NewRecovered | ActiveCases | Serious,Critical | Tot Cases/1M pop | Deaths/1M pop | TotalTests | Tests/1M pop | WHO Region | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | USA | North America | 3.311981e+08 | 5032179 | NaN | 162804.0 | NaN | 2576668.0 | NaN | 2292707.0 | 18296.0 | 15194.0 | 492.0 | 63139605.0 | 190640.0 | Americas |
| 1 | Brazil | South America | 2.127107e+08 | 2917562 | NaN | 98644.0 | NaN | 2047660.0 | NaN | 771258.0 | 8318.0 | 13716.0 | 464.0 | 13206188.0 | 62085.0 | Americas |
| 2 | India | Asia | 1.381345e+09 | 2025409 | NaN | 41638.0 | NaN | 1377384.0 | NaN | 606387.0 | 8944.0 | 1466.0 | 30.0 | 22149351.0 | 16035.0 | South-EastAsia |
| 3 | Russia | Europe | 1.459409e+08 | 871894 | NaN | 14606.0 | NaN | 676357.0 | NaN | 180931.0 | 2300.0 | 5974.0 | 100.0 | 29716907.0 | 203623.0 | Europe |
| 4 | South Africa | Africa | 5.938157e+07 | 538184 | NaN | 9604.0 | NaN | 387316.0 | NaN | 141264.0 | 539.0 | 9063.0 | 162.0 | 3149807.0 | 53044.0 | Africa |
| 5 | Mexico | North America | 1.290662e+08 | 462690 | 6590.0 | 50517.0 | 819.0 | 308848.0 | 4140.0 | 103325.0 | 3987.0 | 3585.0 | 391.0 | 1056915.0 | 8189.0 | Americas |
| 6 | Peru | South America | 3.301632e+07 | 455409 | NaN | 20424.0 | NaN | 310337.0 | NaN | 124648.0 | 1426.0 | 13793.0 | 619.0 | 2493429.0 | 75521.0 | Americas |
| 7 | Chile | South America | 1.913251e+07 | 366671 | NaN | 9889.0 | NaN | 340168.0 | NaN | 16614.0 | 1358.0 | 19165.0 | 517.0 | 1760615.0 | 92022.0 | Americas |
| 8 | Colombia | South America | 5.093626e+07 | 357710 | NaN | 11939.0 | NaN | 192355.0 | NaN | 153416.0 | 1493.0 | 7023.0 | 234.0 | 1801835.0 | 35374.0 | Americas |
| 9 | Spain | Europe | 4.675665e+07 | 354530 | NaN | 28500.0 | NaN | NaN | NaN | NaN | 617.0 | 7582.0 | 610.0 | 7064329.0 | 151087.0 | Europe |
| Country/Region | Continent | Population | TotalCases | NewCases | TotalDeaths | NewDeaths | TotalRecovered | NewRecovered | ActiveCases | Serious,Critical | Tot Cases/1M pop | Deaths/1M pop | TotalTests | Tests/1M pop | WHO Region | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 199 | New Caledonia | Australia/Oceania | 285769.0 | 22 | NaN | NaN | NaN | 22.0 | NaN | 0.0 | NaN | 77.0 | NaN | 11099.0 | 38839.0 | NaN |
| 200 | Laos | Asia | 7285750.0 | 20 | NaN | NaN | NaN | 19.0 | NaN | 1.0 | NaN | 3.0 | NaN | 29374.0 | 4032.0 | WesternPacific |
| 201 | Dominica | North America | 72004.0 | 18 | NaN | NaN | NaN | 18.0 | NaN | 0.0 | NaN | 250.0 | NaN | 1005.0 | 13958.0 | Americas |
| 202 | Saint Kitts and Nevis | North America | 53237.0 | 17 | NaN | NaN | NaN | 16.0 | NaN | 1.0 | NaN | 319.0 | NaN | 1146.0 | 21526.0 | Americas |
| 203 | Greenland | North America | 56780.0 | 14 | NaN | NaN | NaN | 14.0 | NaN | 0.0 | NaN | 247.0 | NaN | 5977.0 | 105266.0 | Europe |
| 204 | Montserrat | North America | 4992.0 | 13 | NaN | 1.0 | NaN | 10.0 | NaN | 2.0 | NaN | 2604.0 | 200.0 | 61.0 | 12220.0 | NaN |
| 205 | Caribbean Netherlands | North America | 26247.0 | 13 | NaN | NaN | NaN | 7.0 | NaN | 6.0 | NaN | 495.0 | NaN | 424.0 | 16154.0 | NaN |
| 206 | Falkland Islands | South America | 3489.0 | 13 | NaN | NaN | NaN | 13.0 | NaN | 0.0 | NaN | 3726.0 | NaN | 1816.0 | 520493.0 | NaN |
| 207 | Vatican City | Europe | 801.0 | 12 | NaN | NaN | NaN | 12.0 | NaN | 0.0 | NaN | 14981.0 | NaN | NaN | NaN | Europe |
| 208 | Western Sahara | Africa | 598682.0 | 10 | NaN | 1.0 | NaN | 8.0 | NaN | 1.0 | NaN | 17.0 | 2.0 | NaN | NaN | Africa |